Application of artificial intelligence models and optimization algorithms in plant cell and tissue culture
Artificial intelligence (AI) models and optimization algorithms (OA) are broadly employed in
different fields of technology and science and have recently been applied to improve …
different fields of technology and science and have recently been applied to improve …
Machine learning for plant breeding and biotechnology
M Niazian, G Niedbała - Agriculture, 2020 - mdpi.com
Classical univariate and multivariate statistics are the most common methods used for data
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of …
Background Optimizing the somatic embryogenesis protocol can be considered as the first
and foremost step in successful gene transformation studies. However, it is usually difficult to …
and foremost step in successful gene transformation studies. However, it is usually difficult to …
Computational approaches for modeling and structural design of biological systems: A comprehensive review
E Gayathiri, P Prakash, P Kumaravel… - Progress in Biophysics …, 2023 - Elsevier
The convergence of biology and computational science has ushered in a revolutionary era,
revolutionizing our understanding of biological systems and providing novel solutions to …
revolutionizing our understanding of biological systems and providing novel solutions to …
Toward sustainable culture media: Using artificial intelligence to optimize reduced-serum formulations for cultivated meat
When considering options for future foods, cell culture approaches are at the fore, however,
culture media to support the process has been identified as a significant contributor to the …
culture media to support the process has been identified as a significant contributor to the …
Mathematical Modeling of Growth and Paclitaxel Biosynthesis in Corylus avellana Cell Culture Responding to Fungal Elicitors Using Multilayer Perceptron-Genetic …
Paclitaxel is the top-selling anticancer medicine in the world. In vitro culture of Corylus
avellana has been made known as a promising and inexpensive strategy for producing …
avellana has been made known as a promising and inexpensive strategy for producing …
A novel temporary immersion bioreactor system for large scale multiplication of banana (Rasthali AAB—Silk)
Abstract Musa sp. cultivar Rasthali (Silk AAB) is a choice variety of the Asian sub-continent.
Its production and sustenance are threatened by Fusarium wilt, which affects the livelihoods …
Its production and sustenance are threatened by Fusarium wilt, which affects the livelihoods …
Modeling and Optimizing in vitro Sterilization of Chrysanthemum via Multilayer Perceptron-Non-dominated Sorting Genetic Algorithm-II (MLP-NSGAII)
In vitro sterilization is a primary step of plant tissue culture which the ultimate results of in
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …
Machine Learning-Assisted In Vitro Rooting Optimization in Passiflora caerulea
In vitro rooting as one of the most critical steps of micropropagation is affected by various
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
Machine learning-mediated Passiflora caerulea callogenesis optimization
M Jafari, MH Daneshvar - PLoS One, 2024 - journals.plos.org
Callogenesis is one of the most powerful biotechnological approaches for in vitro secondary
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …